1,098 results on '"Justin S. Smith"'
Search Results
102. 148. Impact of self-reported loss of balance and gait disturbance on adult spinal deformity surgery outcomes
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Bassel G. Diebo, Daniel Alsoof, Renaud Lafage, Peter G. Passias, Christopher P. Ames, Christopher I. Shaffrey, Douglas C. Burton, Vedat Deviren, Breton Line, Alexandra Soroceanu, D. Kojo Hamilton, Eric O. Klineberg, Gregory M. Mundis, Han Jo Kim, Jeffrey L. Gum, Justin S. Smith, Stephen J. Lewis, Michael P. Kelly, Khaled M. Kebaish, Munish C. Gupta, Pierce D. Nunley, Robert K. Eastlack, Richard A. Hostin, and Themistocles S. Protopsaltis
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
103. P104. Crossing the bridge from degeneration to deformity: when good outcomes necessitate sagittal correction in adult spinal deformity surgery
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Tyler Williamson, Peter G Passias, Bailey Imbo, Rachel Joujon-Roche, Peter Tretiakov, Oscar Krol, Jordan Lebovic, Stephane Owusu-Sarpong, Ekamjeet Singh Dhillon, Shaleen N. Vira, Jeffrey J Varghese, Andrew J. Schoenfeld, Kevin Moattari, Bassel G. Diebo, Muhammad Burhan Janjua, Heiko Koller, Justin S. Smith, Renaud Lafage, and Virginie Lafage
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
104. 51. How good are surgeons at achieving their goal sagittal alignment following adult deformity surgery?
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Justin S. Smith, Elias Elias, Breton Line, Virginie Lafage, Renaud Lafage, Eric O. Klineberg, Han Jo Kim, Peter G. Passias, Zeina Nasser, Jeffrey L. Gum, Khaled M. Kebaish, Robert K. Eastlack, Alan H. Daniels, Gregory M. Mundis, Richard A. Hostin, Themistocles S. Protopsaltis, D. Kojo Hamilton, Munish C. Gupta, Robert A. Hart, Frank J. Schwab, Douglas C. Burton, Christopher P. Ames, Lawrence G. Lenke, and Christopher I. Shaffrey
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
105. P48. Mechanisms of lumbar spine ‘flattening’ in adult spinal deformity: defining changes in shape that occur relative to a normative population
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Renaud Lafage, Jonathan Elysee, Themistocles S. Protopsaltis, Peter G. Passias, Han Jo Kim, Alexandra Soroceanu, Breton Line, Gregory M. Mundis, Christopher I. Shaffrey, Christopher P. Ames, Eric O. Klineberg, Munish C. Gupta, Douglas C. Burton, Lawrence G. Lenke, Shay Bess, Justin S. Smith, Frank J. Schwab, null International Spine Study Group, and Virginie Lafage
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
106. 168. A comparative analysis of racial disparities in nationally derived hospital data and two prospective multicenter surgical databases of adult spinal deformity surgery
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Kevin Mo, Khaled M. Kebaish, Peter G. Passias, Tyler Williamson, Vedat Deviren, Kristen Roles, Sarah Acselrod, Brenda Sides, Richard A. Hostin, Jeffrey L. Gum, Themistocles S. Protopsaltis, Alan H. Daniels, Samrat Yeramaneni, Renaud Lafage, Christopher P. Ames, Eric O. Klineberg, D. Kojo Hamilton, Frank J. Schwab, Douglas C. Burton, Alexandra Soroceanu, Han Jo Kim, Robert A. Hart, Michael P. Kelly, Breton Line, Virginie Lafage, Christopher I. Shaffrey, Justin S. Smith, Shay Bess, Lawrence G. Lenke, Munish C. Gupta, and null International Spine Study Group
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
107. P100. Are we focused on the wrong early postoperative quality metrics? Optimal realignment outweighs perioperative risk in adult spinal deformity surgery
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Peter G Passias, Tyler Williamson, Justin S. Smith, Renaud Lafage, Virginie Lafage, Breton Line, Peter Tretiakov, Oscar Krol, Bailey Imbo, Rachel Joujon-Roche, Paul Park, Alan H Daniels, Jeffrey L. Gum, Themistocles S Protopsaltis, D. Kojo Hamilton, Alexandra Soroceanu, Justin K. Scheer, Gregory M. Mundis, Michael P. Kelly, Brian J. Neuman, Kevin Mo, Khaled M. Kebaish, Richard A. Hostin, and Munish C Gupta
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
108. P108. Outcomes of operative treatment for adult cervical deformity: a prospective, multicenter assessment with minimum 2-year followup
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null EliasElias, Shay Bess, Breton Line, Virginie Lafage, Renaud Lafage, Eric O. Klineberg, Han Jo Kim, Peter G. Passias, Zeina Nasser, Jeffrey L. Gum, Khaled M. Kebaish, Robert K. Eastlack, Alan H. Daniels, Gregory M. Mundis, Richard A. Hostin, Themistocles S. Protopsaltis, D. Kojo Hamilton, Munish C. Gupta, Robert A. Hart, Frank J. Schwab, Douglas C. Burton, Christopher P. Ames, Christopher I. Shaffrey, and Justin S. Smith
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
109. 46. Lower limb compensation in the setting of adult spinal deformity
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Renaud Lafage, Jonathan Elysee, Shay Bess, Douglas C. Burton, Alan H. Daniels, Bassel G. Diebo, Munish C. Gupta, Richard A. Hostin, Khaled M. Kebaish, Michael P. Kelly, Han Jo Kim, Eric O. Klineberg, Lawrence G. Lenke, Stephen J. Lewis, Christopher P. Ames, Peter G. Passias, Themistocles S. Protopsaltis, Justin S. Smith, Frank J. Schwab, Virginie Lafage, null International Spine Study Group, and Christopher I. Shaffrey
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
110. 50. High surgical invasiveness combined with frailty is associated with greater improvement throughout long-term recovery after ASD surgery with minimum five-year follow-up
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Kevin Mo, Brian J. Neuman, Samrat Yeramaneni, Micheal Raad, Richard A. Hostin, Peter G. Passias, Jeffrey L. Gum, Renaud Lafage, Themistocles S. Protopsaltis, Munish C. Gupta, Christopher P. Ames, Eric O. Klineberg, D. Kojo Hamilton, Frank J. Schwab, Michael P. Kelly, Douglas C. Burton, Alan H. Daniels, Han Jo Kim, Robert A. Hart, Breton Line, Virginie Lafage, Justin S. Smith, Shay Bess, Lawrence G. Lenke, Christopher I. Shaffrey, Khaled M. Kebaish, and null International Spine Study Group
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
111. 144. Prophylactic proximal junctional measures improves cost efficacy of adult spinal deformity surgery, with optimal cost utility seen in those with concurrent optimal realignment
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Peter G. Passias, Oscar Krol, Renaud Lafage, Justin S. Smith, Breton Line, Rachel Joujon-Roche, Peter Tretiakov, Tyler Williamson, Bailey Imbo, Samrat Yeramaneni, Pooja Dave, Alan H Daniels, Jeffrey L. Gum, Themistocles S Protopsaltis, D. Kojo Hamilton, Alexandra Soroceanu, Justin K. Scheer, Robert K. Eastlack, Michael P. Kelly, Pierce D Nunley, Nima Alan, Eric O. Klineberg, Khaled M. Kebaish, Richard A. Hostin, and Munish C Gupta
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
112. P25. A rough road to recovery: the impact of complications after adult spinal deformity surgery on specific health-related quality of life domains
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Breton Line, Shay Bess, Christopher P. Ames, Douglas C. Burton, Robert K. Eastlack, Gregory M. Mundis, Jeffrey L. Gum, Virginie Lafage, Renaud Lafage, Alan H. Daniels, Munish C Gupta, D. Kojo Hamilton, Michael P. Kelly, Peter G. Passias, Themistocles S. Protopsaltis, Robert A. Hart, Khaled M. Kebaish, Frank J. Schwab, Christopher I. Shaffrey, Justin S. Smith, Eric O. Klineberg, null International Spine Study Group, and Han Jo Kim
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
113. 219. Comparative analysis of prone lateral versus single position lateral decubitus positioning in achieving optimal outcomes and reducing complication rates in minimally invasive spine surgery
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Peter G Passias, Peter Tretiakov, Bailey Imbo, Oscar Krol, Kimberly McFarland, Tyler Williamson, Lara Passfall, Bassel G. Diebo, Shaleen N. Vira, Richard G Fessler, and Justin S. Smith
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
114. 117. Predictive analysis of risk factors and clinical outcomes of delayed extubation in adult spinal deformity surgery
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Peter Tretiakov, Bailey Imbo, Tyler Williamson, Oscar Krol, Rachel Joujon-Roche, Jamshaid Mir, Bassel G. Diebo, Jordan Lebovic, Shaleen N. Vira, Renaud Lafage, Justin S. Smith, Virginie Lafage, and Peter G. Passias
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
115. P110. Should age adjusted realignment goals vary based on patient frailty status in adult spinal deformity?
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Peter G Passias, Tyler Williamson, Bailey Imbo, Oscar Krol, Rachel Joujon-Roche, Peter Tretiakov, Jordan Lebovic, Stephane Owusu-Sarpong, Ekamjeet S. Dhillon, Jeffrey J Varghese, Shaleen N. Vira, Bassel G. Diebo, Andrew J. Schoenfeld, Muhammad Burhan Janjua, Alan H Daniels, Justin S. Smith, Renaud Lafage, and Virginie Lafage
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
116. 163. Assessing the influence of modifiable patient-related factors on complication rates following adult spinal deformity surgery
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Peter G. Passias, Tyler Williamson, Lara Passfall, Peter Tretiakov, Oscar Krol, Rachel Joujon-Roche, Bailey Imbo, Jordan Lebovic, Ekamjeet Singh Dhillon, Jeffrey J Varghese, Bassel G. Diebo, Pooja Dave, Kevin Moattari, Shaleen N. Vira, Renaud Lafage, Muhammad Burhan Janjua, Saman Shabani, Justin S. Smith, Nima Alan, Stephane Owusu-Sarpong, Andrew J. Schoenfeld, and Virginie Lafage
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
117. P97. An analysis of the capabilities and utilization of artificial intelligence in adult spinal deformity surgery
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Peter G Passias, Bailey Imbo, Tyler Williamson, Oscar Krol, Rachel Joujon-Roche, Peter Tretiakov, Lara Passfall, Bassel G. Diebo, Shaleen N. Vira, Renaud Lafage, Virginie Lafage, Justin S. Smith, and Alan H Daniels
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
118. 56. Predictive models identify patient and surgical variables that synergistically produce an optimal outcome following adult spine deformity (ASD) surgery
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Shay Bess, Breton Line, Christopher P. Ames, Robert K. Eastlack, Gregory M. Mundis, Jeffrey L. Gum, Virginie Lafage, Renaud Lafage, Eric O. Klineberg, Alan H. Daniels, Munish C. Gupta, Michael P. Kelly, Peter G. Passias, Themistocles S. Protopsaltis, Douglas C. Burton, Khaled M. Kebaish, Han Jo Kim, Christopher I. Shaffrey, Justin S. Smith, null International Spine Study Group, and Frank J. Schwab
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
119. P28. Complication rates following adult spinal deformity surgery: the category of complication dictates timing
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Renaud Lafage, Jonathan Elysee, Eric O. Klineberg, Justin S. Smith, Shay Bess, Christopher I. Shaffrey, Douglas C. Burton, Han Jo Kim, Robert K. Eastlack, Gregory M. Mundis, Christopher P. Ames, Peter G. Passias, Munish C. Gupta, Richard A. Hostin, D. Kojo Hamilton, Frank J. Schwab, Virginie Lafage, and null International Spine Study Group
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
120. 161. Expectations of clinical improvement following corrective surgery for adult cervical deformity based on functional disability at presentation
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Rachel Joujon-Roche, Peter G. Passias, Justin S. Smith, Renaud Lafage, Breton Line, Tyler Williamson, Peter Tretiakov, Oscar Krol, Bailey Imbo, Themistocles S Protopsaltis, Justin K. Scheer, Jamshaid Mir, Robert K. Eastlack, Gregory M. Mundis, Michael P. Kelly, Eric O. Klineberg, Khaled M. Kebaish, Richard A. Hostin, Han Jo Kim, Robert A. Hart, Douglas C. Burton, Christopher I. Shaffrey, Frank J. Schwab, Shay Bess, and Virginie Lafage
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
121. 166. A Hounsfield unit value below 125 on preoperative CT at upper instrumented vertebrae is predictive of proximal junctional kyphosis after adult spinal deformity surgery
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Jeffrey L. Gum, Kevin Mo, Douglas C. Burton, Brian J. Neuman, Han Jo Kim, Richard A. Hostin, Peter G. Passias, Renaud Lafage, Themistocles S. Protopsaltis, Munish C. Gupta, Christopher P. Ames, Eric O. Klineberg, D. Kojo Hamilton, Frank J. Schwab, Alan H. Daniels, Alexandra Soroceanu, Robert A. Hart, Breton Line, Virginie Lafage, Christopher I. Shaffrey, Justin S. Smith, Shay Bess, Khaled M. Kebaish, and null International Spine Study Group
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
122. 143. Determining the best vertebra for measuring pelvic incidence and spinopelvic parameters in transitional anatomy
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Fares Ani, Themistocles S. Protopsaltis, Yesha Parekh, Arnaav Walia, Renaud Lafage, Justin S. Smith, Robert K. Eastlack, Lawrence G. Lenke, Frank J. Schwab, Gregory M. Mundis, Munish C. Gupta, Eric O. Klineberg, Virginie Lafage, Robert A. Hart, Douglas C. Burton, Christopher P. Ames, Christopher I. Shaffrey, null International Spine Study Group, and Shay Bess
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Surgery ,Orthopedics and Sports Medicine ,Neurology (clinical) - Published
- 2022
123. Predicting Mechanical Failure Following Cervical Deformity Surgery: A Composite Score Integrating Age-Adjusted Cervical Alignment Targets
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Renaud, Lafage, Justin S, Smith, Alexandra, Soroceanu, Christopher, Ames, Peter, Passias, Christopher, Shaffrey, Gregory, Mundis, Basel Sheikh, Alshabab, Themistocles, Protopsaltis, Eric, Klineberg, Jonathan, Elysee, Han Jo, Kim, Shay, Bess, Frank, Schwab, and Virginie, Lafage
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Orthopedics and Sports Medicine ,Surgery ,Neurology (clinical) - Abstract
Study Design Retrospective cohort study. Objectives Investigate a composite score to evaluate the relationship between alignment proportionality and risk of distal junctional kyphosis (DJK). Methods 84 patients with minimum 1 year follow-up were included (age = 61.1 ± 10.3 years, 64.3% women). The Cervical Score was constructed using offsets from age-adjusted normative values for sagittal vertical axis (SVA), T1 Slope (TS), and TS minus cervical lordosis (CL). Individual points were assigned based on offset with age-adjusted alignment targets and summed to generate the Cervical Score. Rates of mechanical failure (DJK revision or severe DJK [DJK> 20° and ΔDJK> 10°]) were assessed overall and based on Cervical Score. Logistical regressions assessed associations between early radiographic alignment and 1-year failure rate. Results Mechanical failure rate was 21.4% (N = 18), 10.7% requiring revision. By multivariate logistical regression: 3-month T1S (OR: .935), TS-CL (OR:0.882), and SVA (OR:1.015) were independent predictors of 1-year failure (all P < .05). Cervical Score ranged (−6 to 6), 37.8% of patients between −1 and 1, and 50.0% with 2 or higher. DJK patients had significantly higher Cervical Score (4.1 ± 1.3 vs .6 ± 2.2, P < .001). Patients with a score ≥3 were significantly more likely to develop a failure (71.4%) with OR of 38.55 (95%CI [7.73; 192.26]) and Nagelkerke r2 .524 (P < .001) Conclusion This study developed a composite alignment score predictive of mechanical failures in CD surgery. A score ≥3 at 3 months following surgery was associated with a marked increase in failure rate. The Cervical Score can be used to analyze sagittal alignment and help define realignment objectives to reduce mechanical failure.
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- 2022
124. Pelvic Non-Response Following Treatment of Adult Spinal Deformity: Influence of Realignment Strategies on Occurrence
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Peter G, Passias, Katherine E, Pierce, Tyler K, Williamson, Oscar, Krol, Renaud, Lafage, Virginie, Lafage, Andrew J, Schoenfeld, Themistocles S, Protopsaltis, Shaleen, Vira, Breton, Line, Bassel G, Diebo, Christopher P, Ames, Han Jo, Kim, Justin S, Smith, Dean, Chou, Alan H, Daniels, Jeffrey L, Gum, Christopher I, Shaffrey, Douglas C, Burton, Michael P, Kelly, Eric O, Klineberg, Robert A, Hart, Shay, Bess, Frank J, Schwab, and Munish C, Gupta
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Orthopedics and Sports Medicine ,Neurology (clinical) - Abstract
Despite adequate correction, the pelvis may fail to readjust, deemed pelvic non-response. To assess alignment outcomes(pelvic non-response[PNR], PJK, postoperative cervical deformity[CD]) following ASD surgery utilizing different realignment strategies.ASD patients with 2-year(2Y) data were included. PNR defined as undercorrected in age-adjusted pelvic tilt(PT) at 6W and maintained at 2Y. Patients classified by alignment utilities: [a] Improvement in SRS-Schwab SVA,[b] Matching in age-adjusted PI-LL,[c] Matching in Roussouly,[d] aligning Global Alignment and Proportionality(GAP) score. Multivariable regression analyses, controlling for age, baseline deformity, and surgical factors, assessed rates of PNR, PJK, and CD development following realignment.686 patients met inclusion criteria. Rates of postop PJK and CD were not significant in the PNR group(both P0.15). PNR patients less often met substantial clinical benefit in ODI by 2Y(OR: 0.6,[0.4-0.98]). Patients overcorrected in age-adjusted PI-LL, matching Roussouly, or proportioned in GAP at 6W had lower rates of PNR(all P0.001). Incremental addition of classifications led to 0% occurrence of PNR, PJK and CD. Stratifying by baseline PT severity, Low and Moderate deformity demonstrated the least incidence of PNR(7.7%) when proportioning in GAP at 6W, while severe PT benefited most from matching in Roussouly(all P0.05).Following ASD corrective surgery, 24.9% of patients showed residual pelvic malalignment. This occurrence was often accompanied by undercorrection of lumbopelvic mismatch and less improvement of pain. However, overcorrection in any strategy incurred higher rates of PJK. We recommend surgeons identify a middle ground using one, or more, of the available classifications to inform correction goals in this regard.III.
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- 2022
125. Are Minimally Invasive Spine Surgeons or Classical Open Spine Surgeons More Consistent with Their Treatment of Adult Spinal Deformity?
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Juan S. Uribe, Robert M. Koffie, Michael Y. Wang, Gregory M. Mundis, Adam S. Kanter, Robert K. Eastlack, Neel Anand, Paul Park, Justin S. Smith, Douglas C. Burton, Dean Chou, Michael P. Kelly, Han Jo Kim, Shay Bess, Christopher I. Shaffrey, Frank J. Schwab, Lawrence G. Lenke, and Praveen V. Mummaneni
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Adult ,Surgeons ,Lumbar Vertebrae ,Spinal Fusion ,Treatment Outcome ,Humans ,Minimally Invasive Surgical Procedures ,Surgery ,Neurology (clinical) ,Spinal Dysraphism ,Spine ,Retrospective Studies - Abstract
Spine surgeons have a heuristic sense of how to surgically restore alignment and address adult spinal deformity (ASD) symptoms, but consensus on the extent of treatment remains unclear. We sought to determine the variability of surgical approaches in treating ASD.Sixteen spine surgeons were surveyed on treatment approaches in 10 select ASD cases. We repeated the survey with the same surgeons 4 weeks later, with cases ordered differently. We examined the variability in length of construct, use of interbody spacers, osteotomies, and pelvic fixation frequency.Treatment approaches for each case varied by surgeon, with some surgeons opting for long fusion constructs in cases for which others offered no surgery. There was no consensus among surgeons on the number of levels fused, interbody spacer use, or anterior/posterior osteotomies. Intersurgeon and intrasurgeon variability was 48% (kappa = 0.31) and 59% (kappa = 0.44) for surgeons performing minimally invasive surgery (MIS) versus 37% (kappa = 0.21) and 47% (kappa = 0.30) for those performing open surgery. In the second-round survey, 8 of 15 (53%) surgeons substantially changed the construct length, number of interbody spacers, and osteotomies in at least half the cases they previously reviewed. Surgeons performing MIS versus open surgery were less likely to extend constructs to the pelvis (42.5% vs. 67.5%; P = 0.02), but construct length was not correlated with whether a surgeon performed MIS or open surgery.Spinal deformity surgeons lack consensus on the optimal surgical approach for treating ASD. Classifying surgeons as performing MIS or open surgery does not mitigate this variability.
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- 2022
126. Improvements in Outcomes and Cost After Adult Spinal Deformity Corrective Surgery Between 2008 and 2019
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Peter G, Passias, Nicholas, Kummer, Bailey, Imbo, Virginie, Lafage, Renaud, Lafage, Justin S, Smith, Breton, Line, Shaleen, Vira, Andrew J, Schoenfeld, Jeffrey L, Gum, Alan H, Daniels, Eric O, Klineberg, Munish C, Gupta, Khaled M, Kebaish, Amit, Jain, Brian J, Neuman, Dean, Chou, Leah Y, Carreon, Robert A, Hart, Douglas C, Burton, Christopher I, Shaffrey, Christopher P, Ames, Frank J, Schwab, Richard A, Hostin, and Shay, Bess
- Abstract
A retrospective cohort study.To assess whether patient outcomes and cost-effectiveness of adult spinal deformity (ASD) surgery have improved over the past decade.Surgery for ASD is an effective intervention, but one that is also associated with large initial healthcare expenditures. Changes in the cost profile for ASD surgery over the last decade has not been evaluated previously.ASD patients who received surgery between 2008 and 2019 were included. Analysis of covariance was used to establish estimated marginal means for outcome measures [complication rates, reoperations, health-related quality of life, total cost, utility gained, quality adjusted life years (QALYs), cost-efficiency (cost per QALY)] by year of initial surgery. Cost was calculated using the PearlDiver database and represented national averages of Medicare reimbursement for services within a 30-day window including length of stay and death differentiated by complication/comorbidity, revision, and surgical approach. Internal cost data was based on individual patient diagnosis-related group codes, limiting revisions to those within two years (2Y) of the initial surgery. Cost per QALY over the course of 2008-2019 were then calculated.There were 1236 patients included. There was an overall decrease in rates of any complication (0.78 vs . 0.61), any reoperation (0.25 vs . 0.10), and minor complication (0.54 vs . 0.37) between 2009 and 2018 (all P0.05). National average 2Y cost decreased at an annual rate of $3194 ( R2 =0.6602), 2Y utility gained increased at an annual rate of 0.0041 ( R2 =0.57), 2Y QALYs gained increased annually by 0.008 ( R2 =0.57), and 2Y cost per QALY decreased per year by $39,953 ( R2 =0.6778).Between 2008 and 2019, rates of complications have decreased concurrently with improvements in patient reported outcomes, resulting in improved cost effectiveness according to national Medicare average and individual patient cost data. The value of ASD surgery has improved substantially over the course of the last decade.
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- 2022
127. Artificial Intelligence Models Predict Operative Versus Nonoperative Management of Patients with Adult Spinal Deformity with 86% Accuracy
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Robert Hart, Eric O. Klineberg, Christopher P. Ames, Wesley M. Durand, Alan H. Daniels, Themistocles S. Protopsaltis, Justin S. Smith, Doug Burton, Shay Bess, Han Jo Kim, Frank J. Schwab, Peter G. Passias, Munish C. Gupta, Christopher I. Shaffrey, David K. Hamilton, and Virginie Lafage
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Adult ,Male ,Elastic net regularization ,medicine.medical_specialty ,Logistic regression ,Congenital Abnormalities ,03 medical and health sciences ,0302 clinical medicine ,Artificial Intelligence ,Humans ,Medicine ,Retrospective Studies ,Past medical history ,business.industry ,Linear model ,Area under the curve ,Middle Aged ,Regression ,Random forest ,Logistic Models ,Scoliosis ,030220 oncology & carcinogenesis ,Cohort ,Linear Models ,Quality of Life ,Physical therapy ,Female ,Surgery ,Neurology (clinical) ,business ,030217 neurology & neurosurgery - Abstract
Objective Patients with ASD show complex and highly variable disease. The decision to manage patients operatively is largely subjective and varies based on surgeon training and experience. We sought to develop models capable of accurately discriminating between patients receiving operative versus nonoperative treatment based only on baseline radiographic and clinical data at enrollment. Methods This study was a retrospective analysis of a multicenter consecutive cohort of patients with ASD. A total of 1503 patients were included, divided in a 70:30 split for training and testing. Patients receiving operative treatment were defined as those undergoing surgery up to 1 year after their baseline visit. Potential predictors included available demographics, past medical history, patient-reported outcome measures, and premeasured radiographic parameters from anteroposterior and lateral films. In total, 321 potential predictors were included. Random forest, elastic net regression, logistic regression, and support vector machines (SVMs) with radial and linear kernels were trained. Results Of patients in the training and testing sets, 69.0% (n = 727) and 69.1% (n = 311), respectively, received operative management. On evaluation with the testing dataset, performance for SVM linear (area under the curve =0.910), elastic net (0.913), and SVM radial (0.914) models was excellent, and the logistic regression (0.896) and random forest (0.830) models performed very well for predicting operative management of patients with ASD. The SVM linear model showed 86% accuracy. Conclusions This study developed models showing excellent discrimination (area under the curve >0.9) between patients receiving operative versus nonoperative management, based solely on baseline study enrollment values. Future investigations may evaluate the implementation of such models for decision support in the clinical setting.
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- 2020
128. Sacral insufficiency fractures after lumbosacral arthrodesis: salvage lumbopelvic fixation and a proposed management algorithm
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Thomas J. Buell, Ulas Yener, Chun-Po Yen, Tony R. Wang, Justin S. Smith, Christopher I. Shaffrey, Avery L. Buchholz, and Mark E. Shaffrey
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medicine.medical_specialty ,business.industry ,Spinal stenosis ,Arthrodesis ,medicine.medical_treatment ,Kyphosis ,General Medicine ,Scoliosis ,medicine.disease ,Spondylolisthesis ,Surgery ,03 medical and health sciences ,Pseudarthrosis ,0302 clinical medicine ,030220 oncology & carcinogenesis ,medicine ,Insufficiency fracture ,business ,030217 neurology & neurosurgery ,Lumbosacral joint - Abstract
OBJECTIVESacral insufficiency fracture after lumbosacral (LS) arthrodesis is an uncommon complication. The objective of this study was to report the authors’ operative experience managing this complication, review pertinent literature, and propose a treatment algorithm.METHODSThe authors analyzed consecutive adult patients treated at their institution from 2009 to 2018. Patients who underwent surgery for sacral insufficiency fractures after posterior instrumented LS arthrodesis were included. PubMed was queried to identify relevant articles detailing management of this complication.RESULTSNine patients with a minimum 6-month follow-up were included (mean age 73 ± 6 years, BMI 30 ± 6 kg/m2, 56% women, mean follow-up 35 months, range 8–96 months). Six patients had osteopenia/osteoporosis (mean dual energy x-ray absorptiometry hip T-score −1.6 ± 0.5) and 3 received treatment. Index LS arthrodesis was performed for spinal stenosis (n = 6), proximal junctional kyphosis (n = 2), degenerative scoliosis (n = 1), and high-grade spondylolisthesis (n = 1). Presenting symptoms of back/leg pain (n = 9) or lower extremity weakness (n = 3) most commonly occurred within 4 weeks of index LS arthrodesis, which prompted CT for fracture diagnosis at a mean of 6 weeks postoperatively. All sacral fractures were adjacent or involved S1 screws and traversed the spinal canal (Denis zone III). H-, U-, or T-type sacral fracture morphology was identified in 7 patients. Most fractures (n = 8) were Roy-Camille type II (anterior displacement with kyphosis). All patients underwent lumbopelvic fixation via a posterior-only approach; mean operative duration and blood loss were 3.3 hours and 850 ml, respectively. Bilateral dual iliac screws were utilized in 8 patients. Back/leg pain and weakness improved postoperatively. Mean sacral fracture anterolisthesis and kyphotic angulation improved (from 8 mm/11° to 4 mm/5°, respectively) and all fractures were healed on radiographic follow-up (mean duration 29 months, range 8–90 months). Two patients underwent revision for rod fractures at 1 and 2 years postoperatively. A literature review found 17 studies describing 87 cases; potential risk factors were osteoporosis, longer fusions, high pelvic incidence (PI), and postoperative PI-to–lumbar lordosis (LL) mismatch.CONCLUSIONSA high index of suspicion is needed to diagnose sacral insufficiency fracture after LS arthrodesis. A trial of conservative management is reasonable for select patients; potential surgical indications include refractory pain, neurological deficit, fracture nonunion with anterolisthesis or kyphotic angulation, L5–S1 pseudarthrosis, and spinopelvic malalignment. Lumbopelvic fixation with iliac screws may be effective salvage treatment to allow fracture healing and symptom improvement. High-risk patients may benefit from prophylactic lumbopelvic fixation at the time of index LS arthrodesis.
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- 2020
129. ADAPTATION OF THE FRAILTY INDEX FOR BRAZILIAN PORTUGUESE IN ADULT SPINE DEFORMITY SURGERY
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Raphael de Rezende Pratali, Christopher P. Ames, Rodrigo Amaral, Emily Miller, Justin S. Smith, Carlos F W E Romerio, Igor Machado Cardoso, Charbel Jacob Jr, Carlos Fernando Pereira da Silva Herrero, and Murilo Tavares Daher
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medicine.medical_specialty ,Aging ,Complications ,Frailty Index ,Delphi method ,Scoliosis ,Diseases of the musculoskeletal system ,Terminology ,03 medical and health sciences ,0302 clinical medicine ,Brazilian Portuguese ,Spine deformity ,medicine ,Orthopedics and Sports Medicine ,030212 general & internal medicine ,Orthopedic surgery ,Frailty ,business.industry ,Evidence-based medicine ,medicine.disease ,language.human_language ,RC925-935 ,language ,Physical therapy ,Surgery ,Neurology (clinical) ,Portuguese ,business ,030217 neurology & neurosurgery ,RD701-811 - Abstract
Objectives To adapt the adult spinal deformity frailty index (ASD-FI), which was presented as an instrument for stratification of risk of surgical complications, for application in the Brazilian population. Methods This is a consensus-building study, following the Delphi method, in which a team of six Brazilian spine surgery specialists worked alongside the International Spine Study Group (ISSG), the group responsible for preparing the original version of the ASD-FI, in order to adapt the index for the Brazilian population. The variables to be included in the new version, as well as the translation of the terminology into Portuguese, were evaluated and a consensus was considered to have been reached when all (100%) of the Brazilian experts were in agreement. Results A version of the ASD-FI was created, composed of 42 variables, with the inclusion of two new variables that were not included in the original version. The new version was then back translated into English and approved by the ISSG members, resulting in the adapted version of the ASD-FI for the Brazilian population. Conclusion This study presents an adapted version of the adult spinal deformity frailty index for the Brazilian population, for the purpose of risk stratification in the surgical treatment of these complex deformities. Level of evidence II; Study of adaptation of a valid score.
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- 2020
130. Sexual Dysfunction Secondary to Lumbar Stiffness in Adult Spinal Deformity Patients Before and After Long-Segment Spinal Fusion
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Han Jo Kim, Christopher P. Ames, Christopher I. Shaffrey, Daniel B.C. Reid, Frank J. Schwab, Robert Hart, Themistocles S. Protopsaltis, Eric O. Klineberg, Doug Burton, David K. Hamilton, Shay Bess, Peter G. Passias, Munish C. Gupta, Wesley M. Durand, Virginie Lafage, Kevin J. DiSilvestro, Alan H. Daniels, and Justin S. Smith
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Adult ,Male ,medicine.medical_specialty ,medicine.medical_treatment ,Scoliosis ,Cohort Studies ,Disability Evaluation ,03 medical and health sciences ,Postoperative Complications ,0302 clinical medicine ,Lumbar ,Quality of life ,medicine ,Humans ,Prospective Studies ,Aged ,business.industry ,Coitus ,Lumbosacral Region ,Middle Aged ,medicine.disease ,Spine ,Oswestry Disability Index ,Sexual Dysfunction, Physiological ,Sexual intercourse ,Spinal Fusion ,Treatment Outcome ,Sexual dysfunction ,Back Pain ,030220 oncology & carcinogenesis ,Spinal fusion ,Quality of Life ,Physical therapy ,Female ,Spinal Diseases ,Surgery ,Neurology (clinical) ,medicine.symptom ,Sexual function ,business ,030217 neurology & neurosurgery - Abstract
Sexual function is an important factor contributing to quality of life. Adult spinal deformity (ASD) patients may have sexual limitations due to lumbar spinal stiffness that may be affected by long-segment fusion.This study utilized a multicenter, prospectively defined, consecutive cohort of ASD patients. The primary outcome in this study was the Lumbar Stiffness Disability Index (LSDI) question 10: "Choose the statement that best describes the effect of low back stiffness on your ability to engage in sexual intercourse".In total, 368 patients were included in this study, including 76 men and 292 women, of which 80.7% (n = 293) underwent 9 or more level fusion and 74.4% (n = 270) had pelvic fixation. Baseline LSDI sexual function scores averaged 1.7 (SD 1.3), which improved to 1.3 (SD 1.2) at 2-year follow-up (P = 0.0008). After adjusting for confounding factors, worse LSDI sexual function score was strongly associated with worse Oswestry Disability Index, Scoliosis Research Society-22r total, and SF-36 Physical Component Summary and Mental Component Summary scores at both baseline and 2-year follow-up (p0.05 for all comparisons). Predictors of poorer baseline sexual function included older age, increased SVA, and increased back pain (p0.05 for all comparisons). Predictors of improvement in sexual function at 2-year follow-up included sagittal vertical axis improvement (P = 0.0032) and decreased postoperative back pain (P0.0001).This study found that sexual dysfunction scores due to lumbar stiffness significantly improved after surgery for ASD. Additionally, lumbar stiffness-related sexual dysfunction is strongly related to overall outcome measured by Oswestry Disability Index and Scoliosis Research Society-22r total score, highlighting the importance of sexual health on overall outcome in ASD patients.
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- 2020
131. Defining an Algorithm of Treatment for Severe Cervical Deformity Using Surgeon Survey and Treatment Patterns
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Virginie Lafage, Douglas Burton, Justin S. Smith, Renaud Lafage, Peter G. Passias, Munish C. Gupta, Christopher P. Ames, Themistocles S. Protopsaltis, Eric O. Klineberg, Han Jo Kim, Frank J. Schwab, Jonathan Elysee, and Sohrab Virk
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Adult ,Male ,Databases, Factual ,Radiography ,medicine.medical_treatment ,Clinical Decision-Making ,Kyphosis ,Osteotomy ,Neurosurgical Procedures ,03 medical and health sciences ,0302 clinical medicine ,Surveys and Questionnaires ,Cervical deformity ,medicine ,Deformity ,Humans ,Aged ,Retrospective Studies ,Cervical kyphosis ,Posterior fusion ,business.industry ,Patient Selection ,Middle Aged ,medicine.disease ,Internal Fixators ,Neurosurgeons ,Spinal Fusion ,030220 oncology & carcinogenesis ,Cervical Vertebrae ,Female ,Surgery ,Neurology (clinical) ,Anterior approach ,medicine.symptom ,business ,Algorithm ,Algorithms ,030217 neurology & neurosurgery - Abstract
Objective Our aim was to define a treatment strategy for patients with severe cervical deformity (sCD). Methods Surgical patients with sCD were isolated based on preoperative radiographic parameters. We sent 10 sCD cases to 7 surgeons to find consensus on approach, upper instrumented vertebrae (UIVs), lower instrumented vertebrae (LIVs), and osteotomy. We performed a descriptive analysis and created a treatment algorithm from the survey and then analyzed a database of surgical patients to find the frequency of following our algorithm. Results We found consensus on 7 cases for a posterior approach because of cervicothoracic deformity. Of 15 patients within our sCD database that had cervicothoracic deformity, 13 had a posterior approach. There was consensus on 2 cases for an anteroposterior approach because of local kyphosis. Of 25 patients that had local kyphosis, 18 had an anterior approach. In 4 cases, there was consensus of UIV of C2. Of 35 cases that had posterior fusion more than 6 levels, 20 had UIV of C2. In 3 cases, there was consensus of LIV below a previously fused spine. Of 36 patients that had a fusion of T6 or higher, 34 had LIV below the previous UIV. In 6 cases, there was consensus against an osteotomy because of cervical spine flexibility. Nine of 12 patients that had an osteotomy in our database had no flexibility on dynamic radiographs. Conclusions We outline an algorithm for deciding approach, UIV, LIV, and whether to do an osteotomy for patients with sCD based on consensus recommendations among spine surgeons.
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- 2020
132. Coronal Correction Using Kickstand Rods for Adult Thoracolumbar/Lumbar Scoliosis: Case Series With Analysis of Early Outcomes and Complications
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Peter A. Christiansen, Ching-Jen Chen, Thomas J. Buell, Justin S. Smith, Chun-Po Yen, James H. Nguyen, and Christopher I. Shaffrey
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Adult ,Male ,medicine.medical_specialty ,Lordosis ,medicine.medical_treatment ,Scoliosis ,Dehiscence ,Osteotomy ,Thoracic Vertebrae ,03 medical and health sciences ,0302 clinical medicine ,Lumbar ,medicine ,Humans ,Pelvis ,Aged ,Retrospective Studies ,030222 orthopedics ,business.industry ,medicine.disease ,Surgery ,Spinal Fusion ,Treatment Outcome ,medicine.anatomical_structure ,Spinal fusion ,Coronal plane ,Female ,Neurology (clinical) ,business ,030217 neurology & neurosurgery - Abstract
BACKGROUND The "kickstand rod technique" has been recently described for achieving and maintaining coronal correction in adult spinal deformity (ASD). Kickstand rods span scoliotic lumbar spine from the thoracolumbar junction proximally to a "kickstand iliac screw" distally. Using the iliac wing as a base, kickstand distraction produces powerful corrective forces. Limited literature exists for this technique, and its associated outcomes and complications are unknown. OBJECTIVE To assess alignment changes, early outcomes, and complications associated with kickstand rod distraction for ASD. METHODS Consecutive ASD patients treated with kickstand distraction at our institution were retrospectively analyzed. RESULTS The cohort comprised 19 patients (mean age: 67 yr; 79% women; 63% prior fusion) with mean follow-up 21 wk (range: 2-72 wk). All patients had posterior-only approach surgery with tri-iliac fixation (third iliac screw for the kickstand) for mean fusion length 12 levels. Three-column osteotomy and lumbar transforaminal lumbar interbody fusion were performed in 5 (26%) and 15 (79%) patients, respectively. Postoperative alignment improved significantly (coronal balance: 8 to 1 cm [P
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- 2020
133. Is Sacral Extension a Risk Factor for Early Proximal Junctional Kyphosis in Adult Spinal Deformity Surgery?
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Christopher P. Ames, Douglas Burton, Shay Bess, Robert A. Hart, Sebastian Decker, Justin S. Smith, Christian Krettek, Virginie Lafage, Renaud Lafage, Frank J. Schwab, and Eric O. Klineberg
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Pelvic tilt ,Sacrum ,medicine.medical_specialty ,sacrum ,Clinical Sciences ,Kyphosis ,lcsh:Medicine ,Scoliosis ,spine ,kyphosis ,Lumbar ,medicine ,Orthopedics and Sports Medicine ,Sacral Extension ,scoliosis ,business.industry ,lcsh:R ,medicine.disease ,Spine ,Sagittal plane ,Surgery ,Vertebra ,medicine.anatomical_structure ,Clinical Study ,business - Abstract
Author(s): Decker, Sebastian; Lafage, Renaud; Krettek, Christian; Hart, Robert; Ames, Christopher; Smith, Justin S; Burton, Douglas; Klineberg, Eric; Bess, Shay; Schwab, Frank J; Lafage, Virginie | Abstract: Study designRetrospective cohort study.PurposeTo investigate the role of sacral extension (SE) for the development of proximal junctional kyphosis (PJK) in adult spinal deformity (ASD) surgery.Overview of literatureThe development of PJK is multifactorial and different risk factors have been identified. Of these, there is some evidence that SE also affects the development of PJK, but data are insufficient.MethodsUsing a combined database comprising two propensity-matched groups of fusions following ASD surgery, one with fixation to S1 or S1 and the ilium (SE) and one without SE but with a lower instrumented vertebra of L5 or higher (lumbar fixation, LF), PJK and the role of further parameters were analyzed. The propensity-matched variables included age, the upper-most instrumented vertebra (UIV), preoperative sagittal alignment, and the baseline to one year change of the sagittal alignment.ResultsPropensity matching led to two groups of 89 patients each. The UIV, pelvic incidence minus lumbar lordosis, sagittal vertical axis, pelvic tilt, age, and body mass index were similar in both groups (p g0.05). The incidence of PJK at postoperative one year was similar for SE (30.3%) and LF (22.5%) groups (p =0.207). The PJK angle was comparable (p =0.963) with a change of -8.2° (SE) and -8.3° (LF) from the preoperative measures (p =0.954). A higher rate of PJK after SE (p =0.026) was found only in the subgroup of patients with UIV levels between T9 and T12.ConclusionsInstrumentation to the sacrum with or without iliac extension did not increase the overall risk of PJK. However, an increased risk for PJK was found after SE with UIV levels between T9 and T12.
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- 2020
134. Does Patient Frailty Status Influence Recovery Following Spinal Fusion for Adult Spinal Deformity?
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Praveen V. Mummaneni, Cole Bortz, Katherine E. Pierce, Christopher I. Shaffrey, Kojo Hamilton, Douglas C. Burton, Richard A. Hostin, Eric O. Klineberg, Renaud Lafage, Frank A Schwab, Justin S. Smith, Peter G. Passias, Robert A. Hart, Breton Line, Avery E. Brown, Haddy Alas, Shay Bess, Christopher P. Ames, Virginie Lafage, and Michael J. Kelly
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Adult ,Male ,Pelvic tilt ,medicine.medical_specialty ,Time Factors ,Scoliosis ,03 medical and health sciences ,0302 clinical medicine ,Surveys and Questionnaires ,Internal medicine ,medicine ,Back pain ,Deformity ,Humans ,Orthopedics and Sports Medicine ,Prospective Studies ,Prospective cohort study ,Aged ,Retrospective Studies ,Postoperative Care ,030222 orthopedics ,Frailty ,business.industry ,Retrospective cohort study ,Recovery of Function ,Middle Aged ,medicine.disease ,Oswestry Disability Index ,Spinal Fusion ,Treatment Outcome ,Lordosis ,Female ,Neurology (clinical) ,medicine.symptom ,business ,Body mass index ,030217 neurology & neurosurgery ,Follow-Up Studies - Abstract
STUDY DESIGN Retrospective review of a prospective database. OBJECTIVE The aim of this study was to evaluate postop clinical recovery among adult spinal deformity (ASD) patients between frailty states undergoing primary procedures SUMMARY OF BACKGROUND DATA.: Frailty severity may be an important determinant for impaired recovery after corrective surgery. METHODS It included ASD patients with health-related quality of life (HRQLs) at baseline (BL), 1 year (1Y), and 3 years (3Y). Patients stratified by frailty by ASD-frailty index scale 0-1(no frailty: 0.5 [SF]). Demographics, alignment, and SRS-Schwab modifiers were assessed with χ/paired t tests to compare HRQLs: Scoliosis Research Society 22-question Questionnaire (SRS-22), Numeric Rating Scale (NRS) Back/Leg Pain, Oswestry Disability Index (ODI). Area-under-the-curve (AUC) method generated normalized HRQL scores at baseline (BL) and f/u intervals (1Y, 3Y). AUC was calculated for each f/u, and total area was divided by cumulative f/u, generating one number describing recovery (Integrated Health State [IHS]). RESULTS A total of 191 patients were included (59 years, 80% females). Breakdown of patients by frailty status: 43.6% NF, 40.8% MF, 15.6% SF. SF patients were older (P = 0.003), >body mass index (P = 0.002). MF and SF were significantly (P
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- 2020
135. Lower Satisfaction After Adult Spinal Deformity Surgery in Japan Than in the United States Despite Similar SRS-22 Pain and Function Scores
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Naobumi Hosogane, Virginie Lafage, Mitsuru Yagi, Morio Matsumoto, Christopher P. Ames, Christopher I. Shaffrey, Justin S. Smith, Shay Bess, Kota Watanabe, and Frank J. Schwab
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Pelvic tilt ,030222 orthopedics ,medicine.medical_specialty ,business.industry ,Scoliosis ,medicine.disease ,Sagittal plane ,Oswestry Disability Index ,Surgery ,Vertebra ,03 medical and health sciences ,0302 clinical medicine ,Patient satisfaction ,medicine.anatomical_structure ,Propensity score matching ,medicine ,Orthopedics and Sports Medicine ,Neurology (clinical) ,business ,030217 neurology & neurosurgery ,Pelvis - Abstract
Study design A multicenter retrospective case series. Objective The purpose of this study was to compare the clinical outcomes of a surgical treatment for adult spinal deformity (ASD) in the United States (US) with those in Japan (JP) in a matched cohort. Summary of background data Surgical outcomes of thoracic-lumbar-sacral (TLS) spinal fusions in adult spinal deformity ASD patients who live in Asian countries are poorly understood. Methods A total of 300 surgically treated ASDs of age more than 50 years with the lowest instrumented vertebra at the pelvis and a minimum follow-up of 2 years (2y) were consecutively included. Patients were propensity-score matched for age, sex, levels fused, and 2y postop sagittal spinal alignment. Demographic, surgical, and radiographic parameters were compared between the US and JP groups. Results A total of 186 patients were matched by propensity score and were almost identical within these parameters: age (US vs. JP: 66 ± 8 vs. 65 ± 7 yr), sex (females: 90% vs. 89%), levels fused (10 ± 3 vs. 10 ± 2), 2y C7 sagittal vertical axis (C7SVA) (5 ± 5 vs. 5 ± 4 cm), 2y Pelvic incidence minus lumbar lordosis (9 ± 15° vs. 9 ± 15°), and 2y pelvic tilt (PT) (25 ± 10° vs. 24 ± 10°). Oswestry Disability Index (ODI) scores and Scoliosis Research Society patient questionnaire ((SRS-22) function and pain scores were similar at 2y between the US and JP groups (ODI: 27 ± 19% vs. 28 ± 14%, P = 0.72; SRS-22 function: 3.6 ± 0.9 vs. 3.6 ± 0.7, P = 0.54; SRS-22 pain: 3.6 ± 1.0 vs. 3.8 ± 0.8, P = 0.11). However, significantly lower satisfaction was observed in JP than in the US (SRS-22 satisfaction: 4.3 ± 0.9 vs. 4.0 ± 0.8, P Conclusion Surgical treatment for ASD was similarly effective in patients in the US and in JP. However, satisfaction scores were lower in JP compared with the US. Differences in lifestyle and cultural expectations may impact patient satisfaction following ASD surgery. Level of evidence 3.
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- 2020
136. Counseling Guidelines for Anticipated Postsurgical Improvements in Pain, Function, Mental Health, and Self-image for Different Types of Adult Spinal Deformity
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Breton Line, Eric O. Klineberg, Han Jo Kim, Munish Gupta, Richard A. Hostin, Robert Hart, Frank J. Schwab, Shay Bess, Gregory M. Mundis, Christopher P. Ames, Justin S. Smith, Khaled M. Kebaish, Douglas Burton, Christopher I. Shaffrey, Michael J. Kelly, and Virginie Lafage
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Adult ,Counseling ,Male ,medicine.medical_specialty ,Databases, Factual ,Population ,Scoliosis ,Spinal Curvatures ,03 medical and health sciences ,0302 clinical medicine ,Lumbar ,Quality of life ,Back pain ,medicine ,Humans ,Orthopedics and Sports Medicine ,Postoperative Period ,Prospective Studies ,Connective Tissue Diseases ,education ,Prospective cohort study ,Aged ,Retrospective Studies ,030222 orthopedics ,education.field_of_study ,business.industry ,Retrospective cohort study ,Middle Aged ,medicine.disease ,Self Concept ,Spine ,Mental Health ,Back Pain ,Quality of Life ,Physical therapy ,Female ,Patient-reported outcome ,Neurology (clinical) ,medicine.symptom ,business ,030217 neurology & neurosurgery - Abstract
STUDY DESIGN Retrospective analysis of a multicenter prospective adult spinal deformity (ASD) database. OBJECTIVE Quantify postoperative improvements in pain, function, mental health, and self-image for different ASD types. SUMMARY OF BACKGROUND DATA Medical providers are commonly requested to counsel patients on anticipated improvements in specific health domains including pain, function, and self-image following surgery. ASD is a heterogeneous condition; therefore, health domain improvements may vary according to deformity type. Few studies have quantified outcomes for specific ASD types. METHODS Surgically treated ASD patients (≥4 levels fused) prospectively enrolled into a multicenter database, minimum 2-year follow-up, were categorized into ASD types according to Scoliosis Research Society-Schwab ASD classification (THORACIC, LUMBAR, DOUBLE, SAGITTAL, MIXED). Demographic, radiographic, operative, and patient reported outcome measures (NRS back and leg pain, SRS-22r, SF-36) data were evaluated. Preoperative and last postoperative values for pain, physical and social function, mental health, and self-image were evaluated, improvements in each domain were quantified, and domain scores compared to generational normative values. Postoperative improvements were also calculated for three age cohorts ( 65 yr) within each deformity type. RESULTS 359 of 564 patients eligible for study (mean age 57.9 yr, mean scoliosis 43.4°, mean SVA 63.3 mm, mean 11.7 levels fused) had ≥2 yr follow-up. Domain improvements for the entire ASD population were 45.1% for back pain, 41.3% for leg pain, 27.1% for physical function, 35.9% for social function, 62.0% for self-image, and 22.6% for mental health (P
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- 2020
137. Utilization of Predictive Modeling to Determine Episode of Care Costs and to Accurately Identify Catastrophic Cost Nonwarranty Outlier Patients in Adult Spinal Deformity Surgery
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Alba Vila-Casademunt, Virginie Lafage, Douglas C. Burton, Jeffrey L. Gum, Christopher I. Shaffrey, Shay Bess, Christopher P. Ames, Samrat Yeramaneni, Richard A. Hostin, Miquel Serra-Burriel, Justin S. Smith, Frank J. Schwab, Michael J. Kelly, and Ferran Pellisé
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030222 orthopedics ,medicine.medical_specialty ,Episode of care ,business.industry ,Bundled payments ,Evidence-based medicine ,Variance (accounting) ,Oswestry Disability Index ,Surgery ,03 medical and health sciences ,Indirect costs ,0302 clinical medicine ,Outlier ,Spinal deformity ,Medicine ,Orthopedics and Sports Medicine ,Neurology (clinical) ,business ,030217 neurology & neurosurgery - Abstract
STUDY DESIGN Retrospective review of prospectively-collected, multicenter adult spinal deformity (ASD) database. OBJECTIVE The aim of this study was to evaluate the rate of patients who accrue catastrophic cost (CC) with ASD surgery utilizing direct, actual costs, and determine the feasibility of predicting these outliers. SUMMARY OF BACKGROUND DATA Cost outliers or surgeries resulting in CC are a major concern for ASD surgery as some question the sustainability of these surgical treatments. METHODS Generalized linear regression models were used to explain the determinants of direct costs. Regression tree and random forest models were used to predict which patients would have CC (>$100,000). RESULTS A total of 210 ASD patients were included (mean age of 59.3 years, 83% women). The mean index episode of care direct cost was $70,766 (SD = $24,422). By 90 days and 2 years following surgery, mean direct costs increased to $74,073 and $77,765, respectively. Within 90 days of the index surgery, 11 (5.2%) patients underwent 13 revisions procedures, and by 2 years, 26 (12.4%) patients had undergone 36 revision procedures. The CC threshold at the index surgery and 90-day and 2-year follow-up time points was exceeded by 11.9%, 14.8%, and 19.1% of patients, respectively. Top predictors of cost included number of levels fused, surgeon, surgical approach, interbody fusion (IBF), and length of hospital stay (LOS). At 90 days and 2 years, a total of 80.6% and 64.0% of variance in direct cost, respectively, was explained in the generalized linear regression models. Predictors of CC were number of fused levels, surgical approach, surgeon, IBF, and LOS. CONCLUSION The present study demonstrates that direct cost in ASD surgery can be accurately predicted. Collectively, these findings may not only prove useful for bundled care initiatives, but also may provide insight into means to reduce and better predict cost of ASD surgery outside of bundled payment plans. LEVEL OF EVIDENCE 3.
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- 2020
138. Cost–Utility Analysis of rhBMP-2 Use in Adult Spinal Deformity Surgery
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Amit Jain, Christopher P. Ames, Michael P. Kelly, Hamid Hassanzadeh, Peter G. Passias, Khaled M. Kebaish, Micheal Raad, Eric O. Klineberg, Virginie Lafage, Steve Glassman, Samrat Yeramaneni, Justin S. Smith, Shay Bess, Richard A. Hostin, Jeffrey L. Gum, Christopher I. Shaffrey, and Leah Y. Carreon
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Adult ,Reoperation ,medicine.medical_specialty ,Health utility ,Cost-Benefit Analysis ,Nonunion ,Bone Morphogenetic Protein 2 ,Spinal Curvatures ,03 medical and health sciences ,Indirect costs ,Postoperative Complications ,0302 clinical medicine ,Transforming Growth Factor beta ,Humans ,Medicine ,Orthopedics and Sports Medicine ,Prospective Studies ,Prospective cohort study ,030222 orthopedics ,Cost–utility analysis ,business.industry ,medicine.disease ,Recombinant Proteins ,Spine ,Surgery ,Quality-adjusted life year ,Pseudarthrosis ,Spinal Fusion ,Spinal deformity ,Quality-Adjusted Life Years ,Neurology (clinical) ,business ,030217 neurology & neurosurgery - Abstract
Economic modeling of data from a multicenter, prospective registry.The aim of this study was to analyze the cost utility of recombinant human bone morphogenetic protein-2 (BMP) in adult spinal deformity (ASD) surgery.ASD surgery is expensive and presents risk of major complications. BMP is frequently used off-label to reduce the risk of pseudarthrosis.Of 522 ASD patients with fusion of five or more spinal levels, 367 (70%) had at least 2-year follow-up. Total direct cost was calculated by adding direct costs of the index surgery and any subsequent reoperations or readmissions. Cumulative quality-adjusted life years (QALYs) gained were calculated from the change in preoperative to final follow-up SF-6D health utility score. A decision-analysis model comparing BMP versus no-BMP was developed with pseudarthrosis as the primary outcome. Costs and benefits were discounted at 3%. Probabilistic sensitivity analysis was performed using mixed first-order and second-order Monte Carlo simulations. One-way sensitivity analyses were performed by varying cost, probability, and QALY estimates (Alpha = 0.05).BMP was used in the index surgery for 267 patients (73%). The mean (±standard deviation) direct cost of BMP for the index surgery was $14,000 ± $6400. Forty patients (11%) underwent revision surgery for symptomatic pseudarthrosis (BMP group, 8.6%; no-BMP group, 17%; P = 0.022). The mean 2-year direct cost was significantly higher for patients with pseudarthrosis ($138,000 ± $17,000) than for patients without pseudarthrosis ($61,000 ± $25,000) (P 0.001). Simulation analysis revealed that BMP was associated with positive incremental utility in 67% of patients and considered favorable at a willingness-to-pay threshold of $150,000/QALY in52% of patients.BMP use was associated with reduction in revisions for symptomatic pseudarthrosis in ASD surgery. Cost-utility analysis suggests that BMP use may be favored in ASD surgery; however, this determination requires further research.2.
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- 2020
139. Neuroanesthesia Guidelines for Optimizing Transcranial Motor Evoked Potential Neuromonitoring During Deformity and Complex Spinal Surgery
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Daniel M. Sciubba, Mark A. Weller, Gregory M. Mundis, Praveen V. Mummaneni, Paul Park, Daniel J. Hoh, Christopher I. Shaffrey, Steven D. Glassman, Lawrence G. Lenke, Jay D. Turner, Corey T. Walker, Valli P Mummaneni, Edward C. Nemergut, Susan B. Vinci, Michael Wang, John H. Shin, Alan H. Daniels, Pedro Berjano, Khoi D. Than, Justin S. Smith, Marc McLawhorn, Tyler R. Koski, Juan S. Uribe, Claudia F. Clavijo, Robert K. Eastlack, Jason M. Lewis, Han Jo Kim, Adam S. Kanter, Joyce M. Chang, Vedat Deviren, and David O. Okonkwo
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medicine.medical_specialty ,Consensus ,Delphi Technique ,Intraoperative Neurophysiological Monitoring ,MEDLINE ,Delphi method ,Anesthesia, General ,Neurosurgical Procedures ,Spinal Curvatures ,03 medical and health sciences ,0302 clinical medicine ,Physical medicine and rehabilitation ,medicine ,Deformity ,Humans ,Orthopedics and Sports Medicine ,Evoked potential ,Propofol ,Spinal cord injury ,computer.programming_language ,030222 orthopedics ,business.industry ,Lidocaine ,Evidence-based medicine ,Evoked Potentials, Motor ,medicine.disease ,Spinal Cord ,Practice Guidelines as Topic ,Ketamine ,Neurology (clinical) ,medicine.symptom ,business ,computer ,Anesthetics, Intravenous ,Dexmedetomidine ,030217 neurology & neurosurgery ,Delphi ,Intraoperative neurophysiological monitoring - Abstract
Expert opinion-modified Delphi study.We used a modified Delphi approach to obtain consensus among leading spinal deformity surgeons and their neuroanesthesiology teams regarding optimal practices for obtaining reliable motor evoked potential (MEP) signals.Intraoperative neurophysiological monitoring of transcranial MEPs provides the best method for assessing spinal cord integrity during complex spinal surgeries. MEPs are affected by pharmacological and physiological parameters. It is the responsibility of the spine surgeon and neuroanesthesia team to understand how they can best maintain high-quality MEP signals throughout surgery. Nevertheless, varying approaches to neuroanesthesia are seen in clinical practice.We identified 19 international expert spinal deformity treatment teams. A modified Delphi process with two rounds of surveying was performed. Greater than 50% agreement on the final statements was considered "agreement";75% agreement was considered "consensus."Anesthesia regimens and protocols were obtained from the expert centers. There was a large amount of variability among centers. Two rounds of consensus surveying were performed, and all centers participated in both rounds of surveying. Consensus was obtained for 12 of 15 statements, and majority agreement was obtained for two of the remaining statements. Total intravenous anesthesia was identified as the preferred method of maintenance, with few centers allowing for low mean alveolar concentration of inhaled anesthetic. Most centers advocated for150 μg/kg/min of propofol with titration to the lowest dose that maintains appropriate anesthesia depth based on awareness monitoring. Use of adjuvant intravenous anesthetics, including ketamine, low-dose dexmedetomidine, and lidocaine, may help to reduce propofol requirements without negatively effecting MEP signals.Spine surgeons and neuroanesthesia teams should be familiar with methods for optimizing MEPs during deformity and complex spinal cases. Although variability in practices exists, there is consensus among international spinal deformity treatment centers regarding best practices.5.
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- 2020
140. Effective Prevention of Proximal Junctional Failure in Adult Spinal Deformity Surgery Requires a Combination of Surgical Implant Prophylaxis and Avoidance of Sagittal Alignment Overcorrection
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Shay Bess, Christopher P. Ames, V. Lafage, Gregory M. Mundis, Eric O. Klineberg, Khaled M. Kebaish, Richard A. Hostin, Justin S. Smith, Breton Line, Michael J. Kelly, Robert K. Eastlack, Han Jo Kim, Frank J. Schwab, Munish C. Gupta, Robert A. Hart, Douglas Burton, Renaud Lafage, and Christopher I. Shaffrey
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Adult ,Male ,Reoperation ,medicine.medical_specialty ,Adolescent ,Databases, Factual ,medicine.medical_treatment ,Kyphosis ,Neurosurgical Procedures ,Young Adult ,03 medical and health sciences ,Postoperative Complications ,0302 clinical medicine ,Risk Factors ,medicine ,Humans ,Orthopedics and Sports Medicine ,Prospective Studies ,Propensity Score ,Prospective cohort study ,Aged ,Retrospective Studies ,Aged, 80 and over ,030222 orthopedics ,business.industry ,Bone Cements ,Retrospective cohort study ,Prostheses and Implants ,Middle Aged ,medicine.disease ,Combined Modality Therapy ,Sagittal plane ,Vertebra ,Surgery ,Spinal Fusion ,Treatment Outcome ,medicine.anatomical_structure ,Spinal fusion ,Propensity score matching ,Female ,Neurology (clinical) ,Implant ,business ,030217 neurology & neurosurgery ,Follow-Up Studies - Abstract
STUDY DESIGN Propensity score matched analysis of a multi-center prospective adult spinal deformity (ASD) database. OBJECTIVE Evaluate if surgical implant prophylaxis combined with avoidance of sagittal overcorrection more effectively prevents proximal junctional failure (PJF) than use of surgical implants alone. SUMMARY OF BACKGROUND DATA PJF is a severe form of proximal junctional kyphosis (PJK). Efforts to prevent PJF have focused on use of surgical implants. Less information exists on avoidance of overcorrection of age-adjusted sagittal alignment to prevent PJF. METHODS Surgically treated ASD patients (age ≥18 yrs; ≥5 levels fused, ≥1 year follow-up) enrolled into a prospective multi-center ASD database were propensity score matched (PSM) to control for risk factors for PJF. Patients evaluated for use of surgical implants to prevent PJF (IMPLANT) versus no implant prophylaxis (NONE), and categorized by the type of implant used (CEMENT, HOOK, TETHER). Postoperative sagittal alignment was evaluated for overcorrection of age-adjusted sagittal alignment (OVER) versus within sagittal parameters (ALIGN). Incidence of PJF was evaluated at minimum 1 year postop. RESULTS Six hundred twenty five of 834 eligible for study inclusion were evaluated. Following PSM to control for confounding variables, analysis demonstrated the incidence of PJF was lower for IMPLANT (n = 235; 10.6%) versus NONE (n = 390: 20.3%; P
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- 2020
141. Group-based Trajectory Modeling: A Novel Approach to Classifying Discriminative Functional Status Following Adult Spinal Deformity Surgery
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Jingyan Yang, Renaud Lafage, Jeffrey L. Gum, Eric O. Klineberg, Christopher P. Ames, Gregory M. Mundis, Han Jo Kim, Richard A Hostin, Justin S. Smith, Douglas Burton, Virginie Lafage, Frank J. Schwab, Shay Bess, and Christopher I. Shaffrey
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030222 orthopedics ,medicine.medical_specialty ,business.industry ,Subgroup analysis ,Retrospective cohort study ,Evidence-based medicine ,Surgery ,Oswestry Disability Index ,03 medical and health sciences ,0302 clinical medicine ,Quality of life ,Propensity score matching ,medicine ,Deformity ,Orthopedics and Sports Medicine ,Neurology (clinical) ,medicine.symptom ,business ,Body mass index ,030217 neurology & neurosurgery - Abstract
STUDY DESIGN Retrospective review of prospectively collected database. OBJECTIVE To delineate and visualize trajectories of the functional status in surgically-treated adult spinal deformity (ASD) patients. SUMMARY OF BACKGROUND DATA Classifying long-term recovery following ASD surgery is not well defined. METHODS One thousand one hundred seventy-one surgically-treated patients with a minimum of 3-year follow-up were included. The group-based trajectory modeling (GBTM) was used to identify distinct trajectories of functional status over time, measured by Oswestry Disability Index (ODI). Patient profiles were then compared according to the observed functional patterns. RESULTS The GBTM identified four distinct functional patterns. The first group (10.0%) started with minimal disability (ODI: 15 ± 10) and ended up almost disability-free (low-low). The fourth group (21.5%) began with high ODI (66 ± 11) and improvement was minimal (high-high). Groups two (40.1%) and three (28.4%) had moderate disability (ODI: 39 ± 11 vs. 49 ± 11, P
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- 2020
142. Ventilator Mode Does Not Influence Blood Loss or Transfusion Requirements During Major Spine Surgery
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Ching-Jen Chen, Bhiken I. Naik, Marcel E. Durieux, Edward C. Nemergut, Priyanka Singla, Christopher I. Shaffrey, Justin S. Smith, Randal S. Blank, Christopher H Wiedle, Davis G. Taylor, Lauren K. Dunn, Mark F Hanak, Lucas G. Fernandez, and Siny Tsang
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Adult ,Male ,Time Factors ,Blood transfusion ,medicine.medical_treatment ,Blood Loss, Surgical ,Risk Assessment ,Patient Positioning ,Risk Factors ,Blood product ,Prone Position ,medicine ,Electronic Health Records ,Humans ,Blood Transfusion ,Orthopedic Procedures ,Aged ,Retrospective Studies ,Mechanical ventilation ,Ventilators, Mechanical ,business.industry ,Equipment Design ,Middle Aged ,Respiration, Artificial ,Spine ,Confidence interval ,Prone position ,Treatment Outcome ,Anesthesiology and Pain Medicine ,Cryoprecipitate ,Anesthesia ,Breathing ,Female ,Packed red blood cells ,business - Abstract
Background Blood loss during adult spinal deformity surgery is multifactorial. Anesthetic-related factors, such as mode of mechanical ventilation, may contribute to intraoperative blood loss. The aim of this study was to determine the influence of ventilator mode and ventilator parameters on intraoperative blood loss and transfusion requirements in patients undergoing prone position spine surgery. Methods This single-center retrospective study examined electronic medical records of patients ≥18 years of age who underwent elective prone position spine surgery between May 2015 and June 2016. Associations between ventilator mode and ventilator parameters with intraoperative estimated blood loss (EBL), packed red blood cells (PRBCs), fresh-frozen plasma (FFP), cryoprecipitate and platelet transfusions, and subfascial drain output were examined using multiple linear regression models controlling for age, sex, American Society of Anesthesiologist (ASA) physical status score, body mass index (BMI), preoperative blood coagulation parameters and laboratory values, operative levels, cage constructs, osteotomies, transforaminal lumbar interbody fusions, laminectomies, reoperation, spine surgery invasiveness index, and operative time. In a secondary analysis, EBL, blood product transfusions, and postoperative drain output were compared between pressure-controlled ventilation (PCV) and volume-controlled ventilation (VCV) propensity score-matched cohorts. Results Nine hundred forty-six records were reviewed, and 822 were included in the analysis. After adjusting for confounding, no statistically significant associations were observed between mode of ventilation and intraoperative EBL (estimate, -2; 95% confidence interval [CI], -248 to 245; P = .99) or blood product transfusions (PRBC: estimate, -9; 95% CI, -154 to 135; P = .90; FFP: estimate, -3; 95% CI, -59 to 54; P = .93; cryoprecipitate: estimate, -14; 95% CI, -70 to 43; P = .63; platelets: -7; 95% CI, -39 to 24; P = .64). After propensity score matching (n = 27 per group), no significant differences were observed in EBL (mean difference, 525 mL; 95% CI, -15 to 1065; P = .056) or blood transfusions (PRBC: mean difference, 208 mL; 95% CI, -23 to 439; P = .077; FFP (mean difference, 34 mL; 95% CI, -17 to 84; P = .19); cryoprecipitate (mean difference, 55 mL; 95% CI, -24 to 133; P = .17); or platelets (mean difference, 26 mL; 95% CI, -12 to 64; P = .18) between PCV and VCV groups. Conclusions In prone position spine surgery, neither mode of mechanical ventilation nor airway pressure is associated with intraoperative blood loss or need for allogeneic transfusion. Use of modern ventilation strategies using lung protective techniques may mitigate differences in blood loss previously observed between PCV and VCV modes.
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- 2020
143. Minimizing Blood Loss in Spine Surgery
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Christopher D. Witiw, Jens R. Chapman, Paul M. Arnold, Norman Chutkan, Christopher M. Mikhail, Darrel S. Brodke, Michael H. Weber, Jefferson R. Wilson, Fan Jiang, John G. DeVine, George M. Ghobrial, Samuel K. Cho, Michael G. Fehlings, Daniel E. Gelb, Zach Pennington, Brian K. Kwon, K. Daniel Riew, Vincent C. Traynelis, Michael D. Daubs, James S. Harrop, Justin S. Smith, Jeffrey C. Wang, Ahmad Nassr, John J. Knightly, Christian Hoelscher, Daniel M. Sciubba, Thomas E. Mroz, and Lali Sekhon
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medicine.medical_specialty ,NSAIDs ,aspirin ,hemostatic ,MEDLINE ,Spine surgery ,Blood loss ,blood ,Medicine ,Orthopedics and Sports Medicine ,Multiple modalities ,topical ,Intensive care medicine ,Aspirin ,transfusions ,business.industry ,donation ,loss ,agents ,Donation ,intraoperative ,Surgery ,Neurology (clinical) ,Clinical Issues ,business ,medicine.drug - Abstract
Study Design:Broad narrative review.Objective:To review and summarize the current literature on guidelines, outcomes, techniques and indications surrounding multiple modalities of minimizing blood loss in spine surgery.Methods:A thorough review of peer-reviewed literature was performed on the guidelines, outcomes, techniques, and indications for multiple modalities of minimizing blood loss in spine surgery.Results:There is a large body of literature that provides a consensus on guidelines regarding the appropriate timing of discontinuation of anticoagulation, aspirin, nonsteroidal anti-inflammatory drugs (NSAIDs), and herbal supplements prior to surgery. Additionally, there is a more heterogenous discussion the utility of preoperative autologous blood donation facilitated by erythropoietin and iron supplementation for healthy patients slated for procedures with high anticipated blood loss and for whom allogeneic transfusion is likely. Intraoperative maneuvers available to minimize blood loss include positioning and maintaining normothermia. Tranexamic acid (TXA), bipolar sealer electrocautery, and topical hemostatic agents, and hypotensive anesthesia (mean arterial pressure (MAP) Conclusion:As the volume and complexity of spinal procedures rise, intraoperative blood loss management has become a pivotal topic of research within the field. There are many tools for minimizing blood loss in patients undergoing spine surgery. The current literature supports combining techniques to use a cost- effective multimodal approach to minimize blood loss in the perioperative period.
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- 2020
144. Recurrent Proximal Junctional Kyphosis
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Sravisht Iyer, Christopher I. Shaffrey, Eric O. Klineberg, Munish C. Gupta, Han Jo Kim, Gregory M. Mundis, Frank J. Schwab, Shan Jin Wang, Christopher P. Ames, Renaud Lafage, Douglas Burton, Virginie Lafage, Justin S. Smith, and Richard A. Hostin
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Adult ,Male ,Reoperation ,medicine.medical_specialty ,Kyphosis ,Scoliosis ,Logistic regression ,Pelvis ,Cohort Studies ,03 medical and health sciences ,0302 clinical medicine ,Risk Factors ,Odds Ratio ,medicine ,Humans ,Orthopedics and Sports Medicine ,Postoperative Period ,Aged ,Retrospective Studies ,030222 orthopedics ,business.industry ,Incidence ,Retrospective cohort study ,Odds ratio ,Middle Aged ,medicine.disease ,Confidence interval ,Oswestry Disability Index ,Surgery ,Spinal Fusion ,Female ,Neurology (clinical) ,business ,030217 neurology & neurosurgery ,Follow-Up Studies ,Cohort study - Abstract
Study design Retrospective comparative cohort study. Objective Assess the incidence, risk factors, and outcomes of recurrent proximal junctional kyphosis (r-PJK) in PJK revision patients. Summary of background data Several studies have identified the incidence and risk factors for PJK after primary surgery. However, few studies have reported on PJK recurrence after revision for PJK. Methods A multicenter database of patients who underwent PJK revision surgery with minimum 2-year follow-up was analyzed. Demographic, operative, and radiographic outcomes were compared in patients with r-PJK and patients without recurrence no-Proximal Junctional Kyphosis (n-PJK). Postoperative Scoliosis Research Society-22r, Short Form-36, and Oswestry Disability Index were compared. Preoperative and most recent spinopelvic, cervical, and cervicothoracic radiographic parameters were compared. Univariate and multivariate analyses were used to determine r-PJK risk factors. A predictive model was formulated based on our logistic regression analysis. Results A total of 70 patients met the inclusion criteria with an average follow-up of 21.8 months. The mean age was 66.3 ± 9.4 and 80% of patients were women. Before revision, patients had a proximal junctional angle angle of -31.7° ± 15.9°. The rate of recurrent PJK was 44.3%. Logistic regression showed that pre-revision thoracic pelvic angle (odds ratio [OR]: 1.060 95% confidence interval [CI] 1.002; 1.121; P = 0.042) and prerevision C2-T3 sagittal vertical axis (SVA; OR: 1.040 95% CI [1.007; 1.073] P = 0.016) were independent predictors of r-PJK. Classification with these parameters yielded an accuracy of 72.7%, precision of 80.6%, and recall of 73.5%. When examining correction, or change in alignment with revision surgery, we found that change in SVA (OR: 0.981 95% CI [0.968; 0.994] P = 0.005) was the only predictor of r-PJK with accuracy of 66.7%, precision of 74.2%, and recall of 69.7%. Conclusion Patients after PJK revision surgery had a recurrence rate of 44%. Logistic regression based on the prerevision variables showed that prerevision thoracic pelvic angle and prerevision C2-T3 SVA were independent predictors of r-PJK. Level of evidence 4.
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- 2020
145. Prevention of Surgical Site Infections in Spine Surgery: An International Survey of Clinical Practices Among Expert Spine Surgeons
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Dimitri Tkatschenko, Sonja Hansen, Julia Koch, Christopher Ames, Michael G. Fehlings, Sigurd Berven, Lali Sekhon, Christopher Shaffrey, Justin S. Smith, Robert Hart, Han Jo Kim, Jeffrey Wang, Yoon Ha, Kenny Kwan, Yong Hai, Marcelo Valacco, Asdrubal Falavigna, Néstor Taboada, Alfredo Guiroy, Juan Emmerich, Bernhard Meyer, Frank Kandziora, Claudius Thomé, Markus Loibl, Wilco Peul, Alessandro Gasbarrini, Ibrahim Obeid, Martin Gehrchen, Andrej Trampuz, Peter Vajkoczy, and Julia Onken
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Orthopedics and Sports Medicine ,Surgery ,Neurology (clinical) - Abstract
Study Design Questionnaire-based survey. Objectives Surgical site infection (SSI) is a common complication in spine surgery but universal guidelines for SSI prevention are lacking. The objectives of this study are to depict a global status quo on implemented prevention strategies in spine surgery, common themes of practice and determine key areas for future research. Methods An 80-item survey was distributed among spine surgeons worldwide via email. The questionnaire was designed and approved by an International Consensus Group on spine SSI. Consensus was defined as more than 60% of participants agreeing to a specific prevention strategy. Results Four hundred seventy-two surgeons participated in the survey. Screening for Staphylococcus aureus (SA) is not common, whereas preoperative decolonization is performed in almost half of all hospitals. Body mass index (BMI) was not important for surgery planning. In contrast, elevated HbA1c level and hypoalbuminemia were often considered as reasons to postpone surgery. Cefazoline is the common drug for antimicrobial prophylaxis. Alcohol-based chlorhexidine is mainly used for skin disinfection. Double-gloving, wound irrigation, and tissue-conserving surgical techniques are routine in the operating room (OR). Local antibiotic administration is not common. Wound closure techniques and postoperative wound dressing routines vary greatly between the participating institutions. Conclusions With this study we provide an international overview on the heterogeneity of SSI prevention strategies in spine surgery. We demonstrated a large heterogeneity for pre-, peri- and postoperative measures to prevent SSI. Our data illustrated the need for developing universal guidelines and for testing areas of controversy in prospective clinical trials.
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- 2022
146. Rates of Loosening, Failure, and Revision of Iliac Fixation in Adult Deformity Surgery
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Robert K, Eastlack, Alex, Soroceanu, Gregory M, Mundis, Alan H, Daniels, Justin S, Smith, Breton, Line, Peter, Passias, Pierce D, Nunley, David O, Okonkwo, Khoi D, Than, Juan, Uribe, Praveen V, Mummaneni, Dean, Chou, Christopher I, Shaffrey, and Shay, Bess
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Adult ,Ilium ,Spinal Fusion ,Quality of Life ,Humans ,Prospective Studies ,Retrospective Studies - Abstract
Retrospective cohort review of a prospective multicenter database.Identify rates and variations in lumbopelvic fixation failure after adult spinal deformity (ASD) correction.Traditional iliac (IS) and S2-alar-iliac (S2AI) pelvic fixation methods have unique technical characteristics for their application, and result in varied bio-mechanical and anatomic impact. These differences may lead to variance in lumbopelvic fixation failure types/rates.ASD patients undergoing correction with more than five level fusion and pelvic fixation, separated by pelvic fixation type (IS vs. S2AI). Fixation fracture or loosening assessed radiographically (Figure 1). Multivariate logistic regression, accounting for significant confounders, was used to examine differences between the two groups for screw loosening/fracture, rod fracture, and revision surgery. Level of significance set at P0.05.Four hundred eighteen of 1422 patients were included (IS = 287, S2AI = 131). The groups had similar age, body mass index (BMI), baseline comorbidities, number of levels fused (P0.05), baseline health related quality of life measures (HRQLs) (short form survey-36, Oswestry Disability Index [ODI], Scoliosis Research Society [SRS-22], numeric rating scale [NRS] leg and back, P0.05) and deformity (pelvic tilt [PT], pelvic incidence-lumbar lordosis [PI-LL], and sagittal vertical axis [SVA], P0.05). The IS group had more unilateral fixation versus S2AI (12.9% vs. 6%; P = 0.02). The overall lumbopelvic fixation failure rate was 23.74%. Pelvic fixation (13.4%) and S1 screw (2.9%) loosening was more likely with S2AI (odds ratio [OR] 2.63, P = 0.001; OR 6.05, P = 0.022). Pelvic screw (2.3%) and rod fracture (14.1%) rates similar between groups but trended toward less occurrence with S2AI (OR 0.47, P= 0.06). Revision surgery occurred in 22.7%, and in 8.5% for iliac fixation specifically, but with no differences between fixation types (P = 0.55 and P = 0.365). Pelvic fixation failure conferred worse HRQL scores (physical component score [PCS] 36.23 vs. 39.37, P= 0.04; ODI 33.81 vs. 27.93, P = 0.036), and less 2 years improvement (PCS 7.69 vs. 10.46, P = 0.028; SRS 0.83 vs. 1.03, P = 0.019; ODI 12.91 vs. 19.77, P = 0.0016).Lumbopelvic fixation failure rates were high following ASD correction, and associated with lesser clinical improvements. S2AI screws were more likely to demonstrate loosening, but less commonly associated with rod fractures at the lumbopelvic region.
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- 2022
147. The Benefit of Addressing Malalignment In Revision Surgery for Proximal Junctional Kyphosis Following ASD Surgery
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Peter G, Passias, Oscar, Krol, Tyler K, Williamson, Virginie, Lafage, Renaud, Lafage, Justin S, Smith, Breton, Line, Shaleen, Vira, Shaina, Lipa, Alan, Daniels, Bassel, Diebo, Andrew, Schoenfeld, Jeffrey, Gum, Khaled, Kebaish, Paul, Park, Gregory, Mundis, Richard, Hostin, Manush, Gupta, Robert, Eastlack, Neel, Anand, Christopher, Ames, Robert, Hart, Douglas, Burton, Frank J, Schwab, Christopher, Shaffrey, Eric, Klineberg, and Shay, Bess
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Orthopedics and Sports Medicine ,Neurology (clinical) - Abstract
Retrospective cohort study.Understand the benefit of addressing malalignment in revision surgery for PJK.Proximal junctional kyphosis(PJK) is a common cause of revision surgery for ASD patients. During a revision, surgeons may elect to perform a proximal extension of the fusion, or also correct the source of the lumbo-pelvic mismatch.Recurrent PJK following revision surgery was the primary outcome. Revision surgical strategy was the primary predictor(proximal extension of fusion alone compared to combined sagittal correction and proximal extension). Multivariable logistic regression determined rates of recurrent PJK between the two surgical groups with lumbo-pelvic surgical correction assessed through improving ideal alignment in one or more alignment criteria(Global Alignment and Proportionality[GAP],Roussouly-type, and Sagittal Age-Adjusted Score[SAAS]).151 patients underwent revision surgery for PJK. PJK occurred at a rate of 43.0%, and PJF at 12.6%. Patients proportioned in GAP post-revision had lower rates of recurrent PJK(23% vs. 42%;OR: 0.3,95% CI:[0.1-0.8];P=0.024). Following adjusted analysis, patients who were ideally aligned in 1 of 3 criteria (Matching in SAAS and/or Roussouly matched and/or achieved GAP proportionality) had lower rates of recurrent PJK (36% vs. 53%;OR: 0.4,95% CI:[0.1-0.9];P=0.035) and recurrent PJF(OR: 0.1,95% CI:[0.02-0.7];P=0.015). Patients ideally aligned in 2 of 3 criteria avoid any development of PJF(0% vs. 16%, P0.001).Following revision surgery for proximal junctional kyphosis, patients with persistent poor sagittal alignment showed increased rates of recurrent proximal junctional kyphosis compared with patients who had abnormal lumbo-pelvic alignment corrected during the revision. These findings suggest addressing the root cause of surgical failure in addition to proximal extension of the fusion may be beneficial.
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- 2022
148. The Additional Economic Burden of Frailty in Adult Cervical Deformity Patients Undergoing Surgical Intervention
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Peter G, Passias, Nicholas A, Kummer, Tyler K, Williamson, Waleed, Ahmad, Jordan, Lebovic, Virginie, Lafage, Renaud, Lafage, Han Jo, Kim, Alan H, Daniels, Jeffrey L, Gum, Bassel G, Diebo, Munish C, Gupta, Alexandra, Soroceanu, Justin K, Scheer, D Kojo, Hamilton, Eric O, Klineberg, Breton, Line, Andrew J, Schoenfeld, Robert A, Hart, Douglas C, Burton, Robert K, Eastlack, Gregory M, Mundis, Praveen, Mummaneni, Dean, Chou, Paul, Park, Frank J, Schwab, Christopher I, Shaffrey, Shay, Bess, Christopher P, Ames, and Justin S, Smith
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Adult ,Frailty ,Financial Stress ,Medicare ,Thoracic Vertebrae ,United States ,Cervical Vertebrae ,Lordosis ,Humans ,Orthopedics and Sports Medicine ,Neurology (clinical) ,Kyphosis ,Aged ,Retrospective Studies - Abstract
The influence of frailty on economic burden following corrective surgery for the adult cervical deformity (CD) is understudied and may provide valuable insights for preoperative planning.To assess the influence of baseline frailty status on the economic burden of CD surgery.Retrospective cohort.CD patients with frailty scores and baseline and two-year Neck Disability Index data were included. Frailty score was categorized patients by modified CD frailty index into not frail (NF) and frail (F). Analysis of covariance was used to estimate marginal means adjusting for age, sex, surgical approach, and baseline sacral slope, T1 slope minus cervical lordosis, C2-C7 angle, C2-C7 sagittal vertical axis. Costs were derived from PearlDiver registry data. Reimbursement consisted of a standardized estimate using regression analysis of Medicare payscales for services within a 30-day window including length of stay and death. This data is representative of the national average Medicare cost differentiated by complication/comorbidity outcome, surgical approach, and revision status. Cost per quality-adjusted life-year (QALY) at two years was calculated for NF and F patients.There were 126 patients included. There were 68 NF patients and 58 classified as F. Frailty groups did not differ by overall complications, instance of distal junctional kyphosis, or reoperations (all P0.05). These groups had similar rates of radiographic and clinical improvement by two years. NF and F had similar overall cost ($36,731.03 vs. $37,356.75, P =0.793), resulting in equivocal costs per QALYs for both patients at two years ($90,113.79 vs. $80,866.66, P =0.097).F and NF patients experienced similar complication rates and upfront costs, with equivocal utility gained, leading to comparative cost-effectiveness with NF patients based on cost per QALYs at two years. Surgical correction for CD is an economical healthcare investment for F patients when accounting for anticipated utility gained and cost-effectiveness following the procedure.III.
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- 2022
149. Outcomes of operative treatment for adult spinal deformity: a prospective multicenter assessment with mean 4-year follow-up
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Elias Elias, Shay Bess, Breton Line, Virginie Lafage, Renaud Lafage, Eric Klineberg, Han Jo Kim, Peter G. Passias, Zeina Nasser, Jeffrey L. Gum, Khal Kebaish, Robert Eastlack, Alan H. Daniels, Gregory Mundis, Richard Hostin, Themistocles S. Protopsaltis, Alex Soroceanu, D. Kojo Hamilton, Michael P. Kelly, Munish Gupta, Robert Hart, Frank J. Schwab, Douglas Burton, Christopher P. Ames, Christopher I. Shaffrey, and Justin S. Smith
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General Medicine - Abstract
OBJECTIVE The current literature has primarily focused on the 2-year outcomes of operative adult spinal deformity (ASD) treatment. Longer term durability is important given the invasiveness, complications, and costs of these procedures. The aim of this study was to assess minimum 3-year outcomes and complications of ASD surgery. METHODS Operatively treated ASD patients were assessed at baseline, follow-up, and through mailings. Patient-reported outcome measures (PROMs) included scores on the Oswestry Disability Index (ODI), Scoliosis Research Society–22r (SRS-22r) questionnaire, mental component summary (MCS) and physical component summary (PCS) of the SF-36, and numeric rating scale (NRS) for back and leg pain. Complications were classified as perioperative (≤ 90 days), delayed (90 days to 2 years), and long term (≥ 2 years). Analyses focused on patients with minimum 3-year follow-up. RESULTS Of 569 patients, 427 (75%) with minimum 3-year follow-up (mean ± SD [range] 4.1 ± 1.1 [3.0–9.6] years) had a mean age of 60.8 years and 75% were women. Operative treatment included a posterior approach for 426 patients (99%), with a mean ± SD 12 ± 4 fusion levels. Anterior lumbar interbody fusion was performed in 35 (8%) patients, and 89 (21%) underwent 3-column osteotomy. All PROMs improved significantly from baseline to last follow-up, including scores on ODI (45.4 to 30.5), PCS (31.0 to 38.5), MCS (45.3 to 50.6), SRS-22r total (2.7 to 3.6), SRS-22r activity (2.8 to 3.5), SRS-22r pain (2.3 to 3.4), SRS-22r appearance (2.4 to 3.5), SRS-22r mental (3.4 to 3.7), SRS-22r satisfaction (2.7 to 4.1), NRS for back pain (7.1 to 3.8), and NRS for leg pain (4.8 to 3.0) (all p < 0.001). Degradations in some outcome measures were observed between the 2-year and last follow-up evaluations, but the magnitudes of these degradations were modest and arguably not clinically significant. Overall, 277 (65%) patients had at least 1 complication, including 185 (43%) perioperative, 118 (27%) delayed, and 56 (13%) long term. Notably, the 142 patients who did not achieve 3-year follow-up were similar to the study patients in terms of demographic characteristics, deformities, and baseline PROMs and had similar rates and types of complications. CONCLUSIONS This prospective multicenter analysis demonstrated that operative ASD treatment provided significant improvement of health-related quality of life at minimum 3-year follow-up (mean 4.1 years), suggesting that the benefits of surgery for ASD remain durable at longer follow-up. These findings should prove useful for counseling, cost-effectiveness assessments, and efforts to improve the safety of care.
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- 2022
150. Evolution of Proximal Junctional Kyphosis and Proximal Junctional Failure Rates Over 10 Years of Enrollment in a Prospective Multicenter Adult Spinal Deformity Database
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Basel Sheikh, Alshabab, Renaud, Lafage, Justin S, Smith, Han Jo, Kim, Gregory, Mundis, Eric, Klineberg, Christopher, Shaffrey, Alan, Daniels, Christopher, Ames, Munish, Gupta, Douglas, Burton, Richard, Hostin, Shay, Bess, Frank, Schwab, and Virginie, Lafage
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Adult ,Cohort Studies ,Male ,Postoperative Complications ,Spinal Fusion ,Risk Factors ,Humans ,Female ,Kyphosis ,Middle Aged ,Aged ,Musculoskeletal Abnormalities ,Retrospective Studies - Abstract
Retrospective cohort study.The aim of this study was to investigate the evolution of proximal junctional kyphosis (PJK) rate over 10-year enrollment period within a prospective database.PJK is a common complication following adult spinal deformity (ASD) surgery and has been intensively studied over the last decade.Patients with instrumentation extended to the pelvis and minimum 2-year follow-up were included. To investigate evolution of PJK/proximal junctional failure (PJF) rate, a moving average of 321 patients was calculated across the enrollment period. Logistic regression was used to investigate the association between the date of surgery (DOS) and PJK and/or PJF. Comparison of PJK/PJF rates, demographics, and surgical strategies was performed between the first and second half of the cohort.A total of 641 patients met inclusion criteria (age: 64±10 years, 78.2% female, body mass index: 28.3±5.7). The overall rate of radiographic PJK at 2 years was 47.9%; 12.9% of the patients developed PJF, with 31.3% being revised within 2-year follow-up. Stratification by DOS produced two halves. Between these two periods, rate of PJK and PJF demonstrated nonsignificant decrease (50.3%-45.5%, P =0.22) and (15.0%-10.9%, P =0.12), respectively. Linear interpolation suggested a decrease of 1.2% PJK per year and 1.0% for PJF. Patients enrolled later in the study were older and more likely to be classified as pure sagittal deformity ( P0.001). There was a significant reduction in the use of three-column osteotomies ( P0.001), an increase in anterior longitudinal ligament release ( P0.001), and an increase in the use of PJK prophylaxis (31.3% vs 55.1%). Logistical regression demonstrated no significant association between DOS and radiographic PJK ( P =0.19) or PJF ( P =0.39).Despite extensive research examining risk factors for PJK/PJF and increasing utilization of intraoperative PJK prophylaxis techniques, the rate of radiographic PJK and/or PJF did not significantly decrease across the 10-year enrollment period of this ASD database.
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- 2022
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